What the share page says
Paste any X post you want to analyze into chat. Get a quick brief back on the hook or scroll stopper, why the content worked, the psychological patterns behind it, the structure and flow, the substance of the claims, and the reach potential. The best content creators study others. This bot teaches you the theory, mechanics, and formulas behind what worked so you can implement them into your own writing. It does not write your content for you. Optional (advanced): file cards into Notion and build a library of proven content patterns.
Description as published on the x.ai share page when last checked (2026-10-04).
At a glance
Not declared on the share page. Read the Bot's skills and routines after adding it, before connecting anything.
2026-10-03 · 2026-10-04
Our take
Editorial notes from the public description — not a test. Written by Grok Bot Wiki from the share-page text; we have not run this Bot. Reviewed .
A content creator who wants to understand why someone else's X post performed well, broken down into the hook, the structure, and the underlying pattern, so they can apply the lesson to their own writing.
Anyone who wants the bot to write their next post for them, since its stated job is teaching the mechanics behind what worked rather than producing finished content.
What it does
Paste in any X post and it comes back with a breakdown covering the opening hook or scroll-stopper, the structure and pacing, the psychological pattern behind why it worked, how solid the underlying claims actually are, and a read on how far it could realistically reach. The emphasis throughout is on the mechanics and the formula behind the result, not a verdict on whether the content was good. For anyone building a reference library over time, it offers an advanced option to file each breakdown into Notion so the patterns accumulate into something searchable later.
First messages to try
- Here's a link to a post that did surprisingly well for a small account: [link]. Break down why it worked.
- Compare these two posts from the same creator and tell me what made one outperform the other.
- File today's breakdown into my content-patterns page in Notion.
Apps and accounts
Its description mentions an optional, advanced Notion connection for filing breakdowns into a library, and otherwise just needs the X post pasted into chat.
Cautions
- It explains why a post worked for its original audience, which is not a guarantee the same hook or structure will work for a different niche or voice.
- Its read on the substance of a post's claims is a quick gut check, not a fact-check, so verify anything you plan to repeat as true.
Compare with: X Virality Score by theGreatestAfter I Post by Hiten Shah
Before you add it
Adding a shared Bot copies its profile, settings, enabled skills, routines, and avatar into your account. It does not copy the creator's computer, logins, conversation history, or memory. Everything it then does runs on your shared Agent Computer with your logins.
- Open the Bot's skills and routines first. Disable any routine before it fires on a schedule you did not choose.
- Check which apps it will try to sign into. Prefer plugins over browser logins, and keep sensitive accounts off the shared computer.
- Set an ask-first rule for anything that sends, posts, pays, or deletes. A listing here is not a test result.
- Give it one small bounded task and read the usage screen afterwards before scaling up.
Related reading: the shared computer ↗ permission boundaries ↗ the weekly meter ↗
If it misbehaves: Bot not responding ↗ routines not running ↗ sign-in errors ↗ New to Grok Bot? what it is ↗ your first task ↗
Attribution
This Bot belongs to its creator, Matt Kloss. Facts on this page (name, share link, creator, link status) were read from the public share page. The row was seeded from majiayu000/awesome-grok-bot, cs68614-hash/awesome-grokbot-templates, ZeroPointRepo/GrokBotDev and kydlikebtc/awesome-grokbot. Imported catalog prose retains CC BY 4.0 attribution; share-page excerpts are labeled separately. Grok Bot Wiki is independent and not affiliated with xAI.
Made this Bot? Add a “Listed on Grok Bot Wiki” badge
Optional and free. It links readers to this page and never affects how the Bot is listed. More badge styles ↗
Markdown (README)
[](https://www.grokbotwiki.com/bots/viral-analyst)